shreyas-muralidhara
SDE AWS - DBS RedShift. Computer Science Graduate Student, NC State University. Fields of interest Software Development, ML, NLP, Systems.
AmazonPalo Alto, California
Pinned Repositories
gossipRPC
Fault Detection in Distributed System using Gossip Protocols. Team: Ritesh Ghorse, Shreyas Muralidhara, Tanvi Pandit.
Azurite
A lightweight server clone of Azure Storage that simulates most of the commands supported by it with minimal dependencies
Bitcoin-price-prediction
Implementation of LSTM time series tuned with GRU.
Course-1
Enron-Email-Priority-Sorting-Response-Recommendation
A priority based email queue solution to address this problem. Also, further extended this feature with an automatic response recommendation that would help in cleaning mails faster.
Leaf-Wilting-Classification-Transfer-Learning
A ResNet50 based model to tackle the multi-class classification problem of detecting leaf wilting levels from plant images.
Machine-Learning-R
Implementation of basic machine learning algorithms and Artificial neural network models, from my coursework.
Mattermost-Issue-Bot
A bot designed to handle github issues, hosted on Mattermost platform.
UCI-Cardiac-Arrhythmia-Classification
Predict the type of arrhythmia based on Electro-cardiogram (ECG) tool using machine learning models and algorithms.
XINU-Demand-Paging
Implemented Demand Paging on XINU using backing store descriptors, with scope of implementing Second Chance(SC) and Least Frequently Used(LRU) replacement policies
shreyas-muralidhara's Repositories
shreyas-muralidhara/UCI-Cardiac-Arrhythmia-Classification
Predict the type of arrhythmia based on Electro-cardiogram (ECG) tool using machine learning models and algorithms.
shreyas-muralidhara/Enron-Email-Priority-Sorting-Response-Recommendation
A priority based email queue solution to address this problem. Also, further extended this feature with an automatic response recommendation that would help in cleaning mails faster.
shreyas-muralidhara/Course-1
shreyas-muralidhara/Bitcoin-price-prediction
Implementation of LSTM time series tuned with GRU.
shreyas-muralidhara/Azurite
A lightweight server clone of Azure Storage that simulates most of the commands supported by it with minimal dependencies
shreyas-muralidhara/Complexity
shreyas-muralidhara/Leaf-Wilting-Classification-Transfer-Learning
A ResNet50 based model to tackle the multi-class classification problem of detecting leaf wilting levels from plant images.
shreyas-muralidhara/Machine-Learning-R
Implementation of basic machine learning algorithms and Artificial neural network models, from my coursework.
shreyas-muralidhara/Mattermost-Issue-Bot
A bot designed to handle github issues, hosted on Mattermost platform.
shreyas-muralidhara/XINU-Demand-Paging
Implemented Demand Paging on XINU using backing store descriptors, with scope of implementing Second Chance(SC) and Least Frequently Used(LRU) replacement policies
shreyas-muralidhara/Course
shreyas-muralidhara/DBMS_University_Parking_System
Application developed as a part of curriculum project CSC540, using Maven for managing the university parking system
shreyas-muralidhara/gossipRPC
Fault Detection in Distributed System using Gossip Protocols. Team: Ritesh Ghorse, Shreyas Muralidhara, Tanvi Pandit.
shreyas-muralidhara/HAPI-FHIR-for-epic
Summer Internship 2020 - Proof of Concept demonstrates the FHIR API implementation for the HAPI endpoint, along with Oauth2 implementation.
shreyas-muralidhara/kubernetes-course
Kubernetes Course Files
shreyas-muralidhara/Neural-Network-R
Artificial Neural Network in R
shreyas-muralidhara/NLP-feature-extraction
Implementing Feature Engineering and Response classification on crowd sourced Reddit feed
shreyas-muralidhara/NLP-Long-sentence-analysis
classify sentences based on the sentiment they express, emphasizing on long sentences
shreyas-muralidhara/opunit
🕵️♂️🍞 Sanity checking containers, vms, and servers
shreyas-muralidhara/XINU-Process-Scheduling-Basics
Getting Acquinted with XINU Call Stack, Stack Pointer and Base Pointer. Also implemented two new scheduling policies, which avoid the starvation problem in process scheduling.
shreyas-muralidhara/XINU-Reader-Writer-locks
Implementation of readers/writer locks with priority inheritance mechanism to prevent the priority inversion problem when using locks.